On the Protection of Private Information in Machine Learning Systems: Two Recent Approches.
Martín AbadiÚlfar ErlingssonIan J. GoodfellowH. Brendan McMahanIlya MironovNicolas PapernotKunal TalwarLi ZhangPublished in: CSF (2017)
Keyphrases
- private information
- machine learning systems
- individual privacy
- privacy protection
- machine learning
- personal information
- privacy preserving
- machine learning algorithms
- third party
- private data
- confidential data
- learning systems
- privacy concerns
- sensitive information
- privacy preservation
- data protection
- learning classifier systems
- machine learning methods
- access control
- computational intelligence
- confidential information
- social networks
- learning algorithm